Wednesday, August 26, 2026 · Daily edition
Human-reserved jobs, U.S. gas for AI halls, and a ghost think tank
Today’s AI footprint runs through who still gets to do the work, what power plants get built to feed the halls, and who is trying to write the answers chatbots retrieve. Bill Gates published a long essay arguing for “human reserved” jobs and a tax that stops treating robots as a write-off. Global Energy Monitor’s new tally finds the United States building twice as much new gas capacity as China, about half of it tied to upcoming datacenters. A FARA-filed site with no named staff dumped 560,000 words in nine days to prime GPT-style answers. Radiology is still hiring even as it becomes medicine’s densest AI workplace. China has banned AI companions for minors.
Gates wants “human-reserved” jobs — and a tax that stops treating robots as a write-off
What happened. In a roughly 6,000-word Gates Notes essay published Wednesday, Bill Gates called for a “human reserved” domain of work that machines should not take, comparing it to nature reserves: places we could pave, but choose not to. “Many jobs will disappear forever,” he wrote. He used the care his father received while dying of Alzheimer’s as the example of labor that “no robot could or should have done,” and said a robot should not deliver an incurable-disease diagnosis even if it technically could. TechCrunch’s write-up of the same essay flags a “robot tax”: payroll taxes apply when you hire a person, while buying a robot is typically written off as a business expense — a nudge toward replacement. Gates said governments are unprepared, analogizing the needed reorganization to post-9/11 national-security reform, and that his staff are working to set up a November meeting with Xi Jinping on shared AI risk. On schooling, he cited a preliminary survey linking heavier AI use to less critical thinking, with a stronger association for young people. This is an essay and a policy pitch, not a new labor-market dataset.
What to watch. The measurable record is whether any government actually walls off care, teaching, or other roles from automation, whether payroll-versus-capex tax rules change, and whether youth critical-thinking studies replicate — not whether a founder’s essay went viral.
Read the Guardian report →
The U.S. is now building twice as much gas-fired power as China — largely for AI halls
What happened. Global Energy Monitor’s new tally, reported by the Guardian, finds the United States has overtaken China on new gas-fired generation after a “frenzy” of AI datacenter construction. The U.S. is building twice as much gas capacity as China, with a 76% jump in under-construction projects in the first half of 2026. Capacity in overall development rose 50% since January, from 252 GW to 378 GW — about a third of the global total. If every announced and pre-construction plant is built, GEM says the U.S. gas fleet would grow by around two-thirds at a capital cost of more than $647 billion. About half of the new capacity is tied directly to upcoming datacenters. One cited estimate is that gas-powered halls could raise U.S. power-sector emissions by as much as 20%. Two-thirds of more than 800 planned datacenters sit in drought-stricken areas. A Heatmap poll found three-quarters of Americans do not want to live next to a datacenter. New York in July became the first state with a temporary ban on new hyperscale permitting. GEM’s Jenny Martos: “Building all of this gas for AI locks in decades of pollution.” This is a project pipeline, not operating megawatts.
What to watch. The measurable record is plants that actually interconnect, tonnes that actually leave stacks, and whether drought-sited halls get water and local consent — not the announcement book.
Read the Guardian report →
A nonexistent think tank published 560,000 words in nine days to game chatbots
What happened. The Guardian reports that a site branded the Hanover Institute for Public Policy — with no apparent legal entity, physical address, named staff, or bylines — published 124 reports totaling more than 560,000 words between Aug. 6 and 14, including 73 reports and about 354,000 words on Aug. 12–13 alone. Headlines are phrased as chatbot questions (“Is Israel Carrying Out a Genocide in Gaza?”). New York production firm Piro Inc filed the site with the Justice Department under FARA as material distributed for the Israeli government. A related Havas contract, the paper says, commits to “deployment of websites and content to deliver GPT framing results on GPT conversations.” One 2022 Nature Humanities study of antisemitic Facebook comments is cited 454 times across 88 reports, including on unrelated topics. Twenty reports use a “no court has entered a verdict” formulation; 55 caveat casualty figures as coming from “a party to the events.” The site initially carried an llms.txt file from the commercial “AI-native” platform Res. Politico flagged the effort on Aug. 14; publishing then stopped. This is investigative reporting about influence infrastructure, not a finding that any named chatbot adopted the framing.
What to watch. The measurable record is whether FARA filings, platform blocks, or retrieval-eval tests show chatbots citing ghost institutes — not the word count of the dump.
Read the Guardian report →
Radiology’s ranks are still growing. The job is the experiment.
What happened. A decade after Geoffrey Hinton predicted computers would replace radiologists within five years, Ars Technica’s synthesis finds the specialty expanding — practitioners projected to grow 26% or more over the next three decades — while becoming medicine’s densest AI workplace. As of early 2026, about three-quarters of the roughly 1,400 FDA-cleared AI-enabled medical devices were for radiology. Some tools draft reports or triage urgent studies; others claim to match or beat humans on selected tasks. An analysis of 43 clinical trials found AI-assisted colonoscopies detect more polyps than conventional exams. Human diagnostic-image error is estimated at 3–5%, or about 40 million errors a year worldwide. Stanford’s Curtis Langlotz’s cautionary example: if AI catches 95% of lung nodules and radiologists catch 90%, each still finds lesions the other misses. Neural-network tools are typically “black boxes,” so the new skill is spotting the rare machine miss without rubber-stamping the common machine hit. This is a reported synthesis of trials and FDA tallies, not a new RCT showing mortality benefit.
What to watch. The measurable record is prospective patient outcomes and how often humans correctly veto the model — not device-clearance counts or 2016 obituaries for the field.
Read the Ars Technica report →
China banned AI companions for minors. Adults still tell them everything.
What happened. Rules that took effect July 15 ban AI companions for minors and restrict adult chatbots marketed as emotional partners; ByteDance shut Doubao’s companion feature to comply, prompting users who had built daily relationships with the bots to protest. A 19-year-old law student told the Guardian she cried when her AI boyfriend was switched off. About 20% of Chinese households are people living alone, a share expected to pass 30% by 2030. A March state-media survey found nearly half of young people had turned to a virtual companion when lonely. Researchers quoted in the piece say Beijing also fears a low-cost intimacy substitute could further depress marriage and birth rates. The same state is still pushing health AI: national guidelines aim for “full coverage” of primary-care health-assistant apps by 2030; Ant Group’s AQ lets users chat with avatars of real hospital doctors. The companion ban is a national rule with loopholes for educational tools and services that “do not involve continuous emotional interaction.” It is not a randomized trial of loneliness or fertility.
What to watch. The measurable record is whether companion products stay off-limits to minors, whether adult use simply migrates, and whether health-assistant “full coverage” arrives without claiming to replace clinicians.
Read the Guardian report →
Also in today’s ledger
• Earthjustice sued EPA over consent orders approving two photoacid generators for semiconductor and datacenter-related use despite an “unreasonable risk” finding and missing lethality data (The Guardian).
• A proposed EPA rule would make public notice optional for “minor” datacenter air sources, including diesel generators and gas turbines often sliced under the major-source line (The Guardian).
• More than 3 GW of Northern Virginia datacenter load dropped off PJM in seconds on July 22; FERC told NERC to file computational-load reliability standards by Dec. 31, 2026 (Utility Dive).
• Australia’s education minister called for a classroom “digital detox”; Victoria will cap years 3–6 at 90 minutes of screen time a day from January (The Guardian).
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